repowise-dev/repowise

40.4

Adjusted Score

40.4

Raw Score

100%

Time Factor

2026-08-29

Last Push

6.3K

Stars

Python

Language

789.1K

Lines of Code

3.8K

Files

21.9K

Pattern Hits

2026-08-29

Scan Date

0.04

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 13HIGH 149MEDIUM 3634LOW 18107

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 21903 distinct pattern matches across 22 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Decorative Section Separators3508 hits · 12762 pts

Severity	File	Line	Snippet	Context
MEDIUM	pyproject.toml	1	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	3	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	29	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	32	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	135	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	137	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	163	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	165	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	186	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	188	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	240	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	242	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	253	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	pyproject.toml	255	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_procutils.py	33	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_procutils.py	35	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_procutils.py	53	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_procutils.py	55	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_procutils.py	88	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_procutils.py	90	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_commit_rows.py	53	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_commit_rows.py	55	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_commit_rows.py	194	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_commit_rows.py	196	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	199	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	201	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	379	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	381	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	842	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	844	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	953	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	955	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	985	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	987	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	1066	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_git_indexer.py	1068	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_git_indexer.py	13	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_git_indexer.py	15	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_git_indexer.py	45	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_git_indexer.py	47	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_git_indexer.py	149	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_git_indexer.py	151	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_git_indexer.py	670	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_git_indexer.py	672	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_ids.py	194	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_ids.py	198	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/pipeline/test_resume.py	44	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/pipeline/test_resume.py	46	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/pipeline/test_resume.py	72	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/pipeline/test_resume.py	74	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/pipeline/test_resume.py	109	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/pipeline/test_resume.py	111	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/pipeline/test_resume.py	153	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/pipeline/test_resume.py	155	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/pipeline/test_resume.py	228	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/pipeline/test_resume.py	230	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/ingestion/test_language_capabilities.py	27	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/ingestion/test_language_capabilities.py	29	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/ingestion/test_language_capabilities.py	135	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/ingestion/test_language_capabilities.py	137	# ---------------------------------------------------------------------------	COMMENT
3448 more matches not shown…

Hyper-Verbose Identifiers12305 hits · 12339 pts

Severity	File	Line	Snippet	Context
LOW	tests/conftest.py	81	def _isolate_structlog_config():	CODE
LOW⚡	tests/unit/test_procutils.py	42	def test_pid_alive_dead_child() -> None:	CODE
LOW⚡	tests/unit/test_procutils.py	47	def test_pid_alive_rejects_garbage() -> None:	CODE
LOW⚡	tests/unit/test_procutils.py	58	def test_create_token_self_is_stable() -> None:	CODE
LOW⚡	tests/unit/test_procutils.py	65	def test_create_token_dead_pid_is_none_or_differs_from_live() -> None:	CODE
LOW	tests/unit/test_procutils.py	76	def test_create_token_distinguishes_processes() -> None:	CODE
LOW⚡	tests/unit/test_procutils.py	93	def test_parent_pid_of_child_is_us() -> None:	CODE
LOW⚡	tests/unit/test_procutils.py	102	def test_process_name_of_child_is_python() -> None:	CODE
LOW	tests/unit/test_procutils.py	113	def test_ancestor_chain_starts_at_parent() -> None:	CODE
LOW	tests/unit/test_procutils.py	124	def test_ancestor_chain_excludes_self_and_has_no_duplicates() -> None:	CODE
LOW⚡	tests/unit/test_git_commit_rows.py	58	def test_commit_sink_collects_full_footprint_including_non_indexable() -> None:	CODE
LOW	tests/unit/test_git_commit_rows.py	116	def test_commit_sink_since_ts_drops_old_commits() -> None:	CODE
LOW	tests/unit/test_git_commit_rows.py	139	def test_since_ts_bounds_the_numstat_walk_to_the_surviving_prefix() -> None:	CODE
LOW	tests/unit/test_git_commit_rows.py	162	def test_since_ts_newer_than_every_commit_skips_the_numstat_walk() -> None:	CODE
LOW	tests/unit/test_git_commit_rows.py	174	def test_commit_sink_default_none_is_noop() -> None:	CODE
LOW⚡	tests/unit/test_git_commit_rows.py	199	def test_build_commit_rows_features_and_ordering() -> None:	CODE
LOW	tests/unit/test_git_commit_rows.py	238	def test_build_commit_rows_author_experience_is_cumulative() -> None:	CODE
LOW	tests/unit/test_git_commit_rows.py	286	def test_build_commit_rows_truncates_subject() -> None:	CODE
LOW	tests/unit/test_git_commit_rows.py	301	def test_build_commit_rows_handles_empty_and_no_changes() -> None:	CODE
LOW	tests/unit/test_git_commit_rows.py	320	def test_build_commit_rows_committed_at_parsed() -> None:	CODE
LOW	tests/unit/test_platform_telemetry.py	51	def test_do_not_track_blocks_send(self, isolated, monkeypatch: pytest.MonkeyPatch):	CODE
LOW	tests/unit/test_platform_telemetry.py	57	def test_stored_disable_blocks_send(self, isolated, monkeypatch: pytest.MonkeyPatch):	CODE
LOW⚡	tests/unit/test_platform_telemetry.py	80	def test_no_patch_version_leak(self, isolated, monkeypatch: pytest.MonkeyPatch):	CODE
LOW⚡	tests/unit/test_platform_telemetry.py	87	def test_missing_platform_json_sends_null_anon(self, isolated, monkeypatch: pytest.MonkeyPatch):	CODE
LOW⚡	tests/unit/test_platform_telemetry.py	96	def test_debug_prints_does_not_send(	CODE
LOW	tests/unit/test_blas_threads.py	31	def test_pins_every_backend_to_one(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/unit/test_blas_threads.py	43	def test_covers_the_backend_that_actually_costs_the_memory() -> None:	CODE
LOW	tests/unit/test_blas_threads.py	57	def test_respects_an_explicit_setting(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/unit/test_blas_threads.py	69	def test_accepts_a_thread_count(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/unit/test_blas_threads.py	96	def test_entry_point_pins_before_any_other_import(entry: Path) -> None:	CODE
LOW	tests/unit/test_git_commit_index.py	52	def test_load_commit_index_buckets_per_file() -> None:	CODE
LOW	tests/unit/test_git_commit_index.py	87	def test_load_commit_index_drops_non_indexable_files() -> None:	CODE
LOW	tests/unit/test_git_commit_index.py	110	def test_load_commit_index_captures_multiline_body() -> None:	CODE
LOW	tests/unit/test_git_commit_index.py	142	def test_log_format_arg_has_no_real_null_byte() -> None:	CODE
LOW	tests/unit/test_git_commit_index.py	160	def test_load_commit_index_returns_empty_on_failure() -> None:	CODE
LOW	tests/unit/test_git_commit_index.py	167	def test_load_commit_index_handles_renames() -> None:	CODE
LOW	tests/unit/test_no_test_path_copies.py	164	def test_no_new_test_path_predicates() -> None:	CODE
LOW	tests/unit/test_no_test_path_copies.py	175	def test_known_copies_still_exist() -> None:	CODE
LOW	tests/unit/test_no_test_path_copies.py	189	def test_a_wrapper_is_not_a_copy() -> None:	CODE
LOW	tests/unit/test_no_test_path_copies.py	201	def test_shared_module_exports_the_replacements(name: str) -> None:	CODE
LOW	tests/unit/test_no_bare_type_name_copies.py	160	def test_no_new_bare_type_name_expressions() -> None:	CODE
LOW	tests/unit/test_no_bare_type_name_copies.py	172	def test_known_copies_still_exist() -> None:	CODE
LOW	tests/unit/test_no_bare_type_name_copies.py	187	def test_the_shape_is_what_gets_caught() -> None:	CODE
LOW	tests/unit/test_no_bare_type_name_copies.py	203	def test_builtin_type_lists_live_on_the_language_specs() -> None:	CODE
LOW	tests/unit/test_no_bare_type_name_copies.py	239	def test_shared_module_exports_the_replacements(name: str) -> None:	CODE
LOW	tests/unit/test_no_hotspot_health_copies.py	64	def _modules_mentioning_hotspot_health() -> list[pathlib.Path]:	CODE
LOW	tests/unit/test_no_hotspot_health_copies.py	85	def test_the_owner_module_is_where_the_arithmetic_lives() -> None:	CODE
LOW	tests/unit/test_no_hotspot_health_copies.py	93	def test_every_surface_gets_hotspot_health_from_the_one_owner() -> None:	CODE
LOW	tests/unit/test_no_hotspot_health_copies.py	119	def test_the_plumbing_allowlist_has_no_dead_entries(rel: str) -> None:	CODE
LOW	tests/unit/test_no_hotspot_health_copies.py	132	def test_the_retired_top_quartile_definition_is_gone() -> None:	CODE
LOW	tests/unit/test_support_paths.py	26	def test_example_dirs_are_examples(path: str):	CODE
LOW	tests/unit/test_support_paths.py	43	def test_production_paths_are_not_examples(path: str):	CODE
LOW	tests/unit/test_support_paths.py	49	def test_doc_dirs_are_support_but_not_examples(path: str):	CODE
LOW	tests/unit/test_support_paths.py	60	def test_matching_is_case_insensitive():	CODE
LOW⚡	tests/unit/test_test_paths.py	111	def test_test_and_support_are_never_both_true(	CODE
LOW⚡	tests/unit/test_test_paths.py	119	def test_related_is_the_union(path: str, language: str \| None, expected: str) -> None:	CODE
LOW⚡	tests/unit/test_test_paths.py	124	def test_degenerate_paths_are_not_tests(path: str) -> None:	CODE
LOW⚡	tests/unit/test_test_paths.py	128	def test_windows_separators_match_posix() -> None:	CODE
LOW⚡	tests/unit/test_test_paths.py	135	def test_case_sensitive_rules_stay_case_sensitive() -> None:	CODE
LOW	tests/unit/test_test_paths.py	146	def test_camel_prefix_rule_mirrors_the_suffix_rule() -> None:	CODE
12245 more matches not shown…

Unused Imports3392 hits · 3055 pts

Severity	File	Line	Context
LOW	tests/conftest.py	3	CODE
LOW	tests/unit/test_procutils.py	9	CODE
LOW	tests/unit/test_git_commit_rows.py	8	CODE
LOW	tests/unit/test_platform_telemetry.py	8	CODE
LOW	tests/unit/test_blas_threads.py	15	CODE
LOW	tests/unit/test_git_commit_index.py	3	CODE
LOW	tests/unit/test_no_test_path_copies.py	21	CODE
LOW	tests/unit/test_no_bare_type_name_copies.py	28	CODE
LOW	tests/unit/test_no_hotspot_health_copies.py	24	CODE
LOW	tests/unit/test_support_paths.py	3	CODE
LOW	tests/unit/test_test_paths.py	9	CODE
LOW	tests/unit/test_git_indexer.py	3	CODE
LOW	tests/unit/test_release_manifests.py	25	CODE
LOW	tests/unit/test_structlog_isolation.py	13	CODE
LOW	tests/unit/test_csharp_dead_code_markers.py	9	CODE
LOW	tests/unit/test_no_unranked_truncation.py	35	CODE
LOW	tests/unit/test_ids.py	3	CODE
LOW	tests/unit/test_cache_seal.py	3	CODE
LOW	tests/unit/test_co_change.py	3	CODE
LOW	tests/unit/test_fts_query.py	13	CODE
LOW	tests/unit/test_no_barrel_filename_copies.py	1	CODE
LOW	tests/unit/test_function_blame_rollup.py	3	CODE
LOW	tests/unit/pipeline/test_coverage_ingestion.py	8	CODE
LOW	tests/unit/pipeline/test_tombstone_absent_files.py	13	CODE
LOW	…s/unit/pipeline/test_framework_edge_failure_visible.py	11	CODE
LOW	tests/unit/pipeline/test_generation_progress_split.py	10	CODE
LOW	tests/unit/pipeline/test_phase_timing.py	3	CODE
LOW	…sts/unit/pipeline/test_load_stored_function_mod_p80.py	6	CODE
LOW	tests/unit/pipeline/test_run_generation_test_run.py	11	CODE
LOW	tests/unit/pipeline/test_authoritative_page_types.py	21	CODE
LOW	tests/unit/pipeline/test_git_partial_clone_warning.py	3	CODE
LOW	tests/unit/pipeline/test_decision_source_reporting.py	9	CODE
LOW	tests/unit/pipeline/test_drop_transient_git_signals.py	11	CODE
LOW	tests/unit/pipeline/test_parallel_source_reads.py	8	CODE
LOW	tests/unit/pipeline/test_load_stored_git_meta.py	9	CODE
LOW	tests/unit/pipeline/test_cancellation.py	9	CODE
LOW	tests/unit/pipeline/test_update_graph_convergence.py	15	CODE
LOW	…ts/unit/pipeline/test_incremental_failure_isolation.py	11	CODE
LOW	tests/unit/pipeline/test_resume.py	9	CODE
LOW	tests/unit/pipeline/test_load_stored_coverage_map.py	7	CODE
LOW	…ts/unit/pipeline/test_entry_point_score_persistence.py	9	CODE
LOW	tests/unit/pipeline/test_tombstone_fts_removal.py	14	CODE
LOW	…ts/unit/pipeline/test_init_update_graph_convergence.py	16	CODE
LOW	tests/unit/pipeline/test_modes.py	3	CODE
LOW	tests/unit/pipeline/test_checkpoint.py	7	CODE
LOW	tests/unit/pipeline/test_kg_refresh.py	9	CODE
LOW	tests/unit/pipeline/test_ingestion_parse_cache.py	9	CODE
LOW	tests/unit/upgrade/test_release.py	4	CODE
LOW	tests/unit/upgrade/test_bundled_changelog_sync.py	10	CODE
LOW	tests/unit/upgrade/test_changelog.py	3	CODE
LOW	tests/unit/upgrade/test_update_check_cache.py	3	CODE
LOW	tests/unit/upgrade/test_whats_new.py	3	CODE
LOW	tests/unit/upgrade/test_cli_executor.py	9	CODE
LOW	tests/unit/upgrade/test_manager.py	9	CODE
LOW	tests/unit/upgrade/test_parse_cache_decoupling.py	8	CODE
LOW	tests/unit/ingestion/test_rust_framework_edges.py	3	CODE
LOW	tests/unit/ingestion/test_language_capabilities.py	20	CODE
LOW	tests/unit/ingestion/test_heritage_ancestors.py	9	CODE
LOW	tests/unit/ingestion/test_jvm_type_refs.py	7	CODE
LOW	tests/unit/ingestion/test_rust_resolver.py	3	CODE
3332 more matches not shown…

Excessive Try-Catch Wrapping976 hits · 964 pts

Severity	File	Line	Snippet	Context
LOW	tests/conftest.py	35	except Exception:	CODE
LOW	tests/conftest.py	42	except Exception:	CODE
LOW⚡	tests/unit/pipeline/test_cancellation.py	65	except Exception:	CODE
LOW	tests/unit/pipeline/test_update_graph_convergence.py	71	except Exception:	CODE
LOW	tests/unit/health/test_dataflow_langs.py	29	except Exception:	CODE
LOW	tests/unit/health/test_complexity_walker.py	47	except Exception:	CODE
LOW	tests/unit/health/test_ff_track_d_exceptions.py	31	except Exception:	CODE
LOW	tests/unit/health/test_ff_track_d_exceptions.py	35	except Exception:	CODE
MEDIUM	tests/unit/health/test_dataflow_facts.py	21	def _require_python() -> None:	CODE
LOW	tests/unit/health/test_dataflow_facts.py	24	except Exception:	CODE
LOW	tests/unit/health/test_perf_promotion.py	24	except Exception:	CODE
MEDIUM	tests/unit/health/test_perf_promotion.py	21	def _require_python() -> None:	CODE
LOW	tests/unit/health/test_error_handling.py	146	except Exception:	CODE
LOW	tests/unit/health/test_error_handling.py	150	except Exception:	CODE
LOW	tests/unit/health/test_ff_track_bch_complexity.py	31	except Exception: # pragma: no cover - depends on optional deps	CODE
LOW	tests/unit/health/test_refactoring_extract_method.py	53	except Exception:	STRING
LOW⚡	tests/unit/health/test_refactoring_extract_method.py	286	except Exception:	STRING
MEDIUM	tests/unit/health/test_refactoring_extract_method.py	50	def _require_python() -> None:	CODE
MEDIUM	tests/unit/health/test_refactoring_extract_method.py	283	def test_prefix_sum_matches_per_span_reference_go():	CODE
MEDIUM	tests/unit/health/test_dataflow_cfg.py	25	def _require_python() -> None:	CODE
MEDIUM	tests/unit/health/test_dataflow_cfg.py	265	def f():	CODE
LOW	tests/unit/health/test_dataflow_cfg.py	28	except Exception:	CODE
LOW⚡	tests/unit/health/test_dataflow_cfg.py	447	except Exception:	STRING
LOW	tests/unit/health/test_perf_promotion_engine.py	20	except Exception:	CODE
MEDIUM	tests/unit/health/test_perf_promotion_engine.py	17	def _require_python() -> None:	CODE
MEDIUM	tests/unit/health/test_dataflow_reaching.py	24	def _require_python() -> None:	CODE
LOW	tests/unit/health/test_dataflow_reaching.py	27	except Exception:	CODE
LOW	tests/unit/health/test_dataflow_reaching.py	255	except Exception:	STRING
LOW	tests/integration/test_health_perf_benchmark.py	70	except Exception:	CODE
LOW	tests/integration/test_health_perf_benchmark.py	110	except Exception:	CODE
LOW	tests/integration/test_deterministic_generation.py	46	except Exception:	CODE
LOW	tests/integration/test_deterministic_generation.py	206	except Exception:	CODE
LOW	tests/integration/test_deterministic_generation.py	294	except Exception:	CODE
LOW	tests/integration/test_generation_determinism.py	51	except Exception:	CODE
LOW	tests/integration/test_cpp_dead_code.py	50	except Exception:	CODE
LOW	tests/integration/test_health_coverage_integration.py	32	except Exception:	CODE
LOW	tests/integration/test_wiki_idempotence.py	61	except Exception:	CODE
LOW	tests/integration/test_jvm_dead_code.py	53	except Exception:	CODE
LOW	tests/integration/test_dead_code_integration.py	31	except Exception:	CODE
LOW	tests/integration/test_persistence.py	100	except Exception:	CODE
LOW	tests/integration/test_generation_pipeline.py	191	except Exception:	CODE
LOW	tests/integration/persistence/test_sql_job_store_pg.py	28	except Exception as exc: # pragma: no cover - skip when Docker missing	CODE
MEDIUM	tests/integration/persistence/test_sql_job_store_pg.py	24	def postgres_container():	CODE
LOW	tests/integration/persistence/test_graph_metrics_pg.py	32	except Exception as exc: # pragma: no cover - skip when Docker missing	CODE
MEDIUM	tests/integration/persistence/test_graph_metrics_pg.py	28	def postgres_container():	CODE
LOW	tests/integration/persistence/test_embed_batch_pg.py	33	except Exception as exc: # pragma: no cover - skip when Docker / image missing	CODE
MEDIUM	tests/integration/persistence/test_embed_batch_pg.py	29	def pgvector_container():	CODE
LOW	scripts/benchmark_large_repo.py	148	except Exception:	CODE
LOW	scripts/validate_quality.py	39	except Exception:	CODE
LOW	scripts/validate_quality.py	180	except Exception as exc:	CODE
LOW	scripts/benchmark_upgrade.py	55	except Exception:	CODE
LOW	scripts/benchmark_upgrade.py	136	except Exception:	CODE
LOW	scripts/kg_validate/run.py	163	except Exception as exc:	CODE
LOW	packages/core/src/repowise/core/fsutils.py	22	except Exception:	CODE
LOW	packages/core/src/repowise/core/procutils.py	258	except Exception:	CODE
LOW	packages/core/src/repowise/core/procutils.py	288	except Exception:	CODE
LOW	packages/core/src/repowise/core/procutils.py	306	except Exception:	CODE
LOW	packages/core/src/repowise/core/procutils.py	327	except Exception:	CODE
LOW	packages/core/src/repowise/core/procutils.py	354	except Exception:	CODE
LOW	…s/core/src/repowise/core/pipeline/scoped_generation.py	285	except Exception as exc:	CODE
916 more matches not shown…

Cross-Language Confusion89 hits · 551 pts

Severity	File	Line	Snippet	Context
HIGH	tests/unit/ingestion/test_jvm_type_refs.py	224	"package com.foo\nclass Holder { val r: Repo? = null }\n",	CODE
HIGH⚡	tests/unit/ingestion/test_ts_reexport_dead_code.py	99	"pkg/src/comp/search-bar.tsx": "export function SearchBar() {\n return null;\n}\n",	CODE
HIGH	tests/unit/ingestion/test_ts_reexport_dead_code.py	116	"pkg/src/widget.tsx": "export function Widget() {\n return null;\n}\n",	CODE
HIGH	tests/unit/ingestion/test_ts_framework_edges.py	109	"export function getUserHandler() { return null; }\n"	CODE
HIGH	tests/unit/ingestion/test_bare_name_index_kinds.py	163	"import { base } from './base';\nexport const doThing = base.bind(null);\n",	CODE
HIGH	tests/unit/ingestion/test_spring_framework_edges.py	257	" private final User cachedUser = null;\n"	CODE
HIGH⚡	tests/unit/ingestion/test_fix_shape.py	183	removed=[" ctx.push()"],	CODE
HIGH⚡	tests/unit/ingestion/test_fix_shape.py	184	added=[" ctx.push()"],	CODE
HIGH⚡	tests/unit/ingestion/test_receiver_types.py	96	body = "public void Go() { Ocelot.Configuration.Route route = null; }"	CODE
HIGH⚡	tests/unit/ingestion/test_receiver_types.py	384	" fun run() { timeout.toString() }\n}"	CODE
HIGH⚡	tests/unit/ingestion/test_receiver_types.py	392	" fun run() { timeout.toString() }\n}"	CODE
HIGH⚡	…ts/unit/ingestion/test_return_type_chain_resolution.py	342	own = "package a;\nclass Duration { static Duration ofSeconds(int s) { return null; }\n long toNanos() { return 0; }	CODE
HIGH⚡	tests/unit/ingestion/test_type_head_identifiers.py	160	"function f(a: Foo \| null) {}\n",	CODE
HIGH	tests/unit/ingestion/parser/test_method_signatures.py	15	b"class Example { V get(K key) { return null; } }",	CODE
HIGH⚡	tests/unit/ingestion/parser/test_typescript.py	477	return null;	CODE
HIGH⚡	tests/unit/ingestion/parser/test_typescript.py	479	const Memoized = React.memo(function Inner() { return null; });	CODE
HIGH⚡	tests/unit/ingestion/parser/test_typescript.py	480	const Ctx = createContext(null);	CODE
HIGH⚡	tests/unit/ingestion/parser/test_typescript.py	543	const AccordionItem = React.forwardRef((props, ref) => null);	CODE
HIGH⚡	tests/unit/ingestion/parser/test_typescript.py	544	const Memoized = React.memo(function Inner() { return null; });	CODE
HIGH⚡	tests/unit/ingestion/parser/test_typescript.py	552	const Ctx = createContext(null);	CODE
HIGH	tests/unit/ingestion/parser/test_typescript.py	614	const AccordionItem = React.forwardRef((props, ref) => null);	CODE
HIGH⚡	tests/unit/health/test_dataflow_langs.py	1010	out.push(r);	CODE
HIGH	tests/unit/health/test_dataflow_langs.py	369	results.push(r);	CODE
HIGH	tests/unit/health/test_dataflow_langs.py	904	results.push(*r);	CODE
HIGH⚡	tests/unit/health/test_complexity_walker.py	215	if (req.query.active && req.user) {	CODE
HIGH⚡	tests/unit/health/test_ff_track_aefg_perf.py	220	b" acc.push(x);\n"	CODE
HIGH⚡	tests/unit/health/test_perf_dialects.py	703	push = "function f(xs){ return xs.reduce((acc, x) => { acc.push(x); return acc; }, []); }"	CODE
HIGH	tests/unit/health/test_perf_dialects.py	1065	"fun m(ids: List<Long>) {\n ids.firstOrNull { repo.findById(it) != null }\n}\n",	CODE
HIGH	tests/unit/health/test_dataflow_facts.py	62	with ctx.push():	STRING
HIGH⚡	tests/unit/health/test_shell_complexity.py	26	assert _ccn("run \|\| exit 1") == 2	CODE
HIGH⚡	tests/unit/health/test_shell_complexity.py	29	assert _ccn("a && b \|\| c") == 3	CODE
HIGH⚡	tests/unit/health/test_shell_complexity.py	29	assert _ccn("a && b \|\| c") == 3	CODE
HIGH	tests/unit/health/test_dataflow_cfg.py	202	with ctx.push():	STRING
HIGH	tests/unit/health/test_dataflow_cfg.py	425	if (dead && hot) return "unified";	STRING
HIGH	tests/unit/health/test_perf_promotion_engine.py	163	out.push(r);	CODE
HIGH	tests/unit/health/test_dataflow_reaching.py	136	with ctx.push():	STRING
HIGH⚡	tests/unit/workspace/test_contracts.py	431	router.push("/home");	CODE
HIGH⚡	tests/unit/workspace/test_framework_dialects.py	89	return null;	CODE
HIGH⚡	tests/unit/workspace/test_framework_dialects.py	95	return null;	CODE
HIGH⚡	tests/unit/workspace/test_framework_dialects.py	100	return null;	CODE
HIGH⚡	tests/unit/workspace/test_framework_dialects.py	260	' @Path("/first")\n public R a() { return null; }\n'	CODE
HIGH⚡	tests/unit/workspace/test_framework_dialects.py	261	' @POST\n @Path("/second")\n public R b() { return null; }\n}\n'	CODE
HIGH⚡	tests/unit/workspace/test_framework_dialects.py	273	' @GET\n @Path("/inner")\n public R a() { return null; }\n}\n'	CODE
HIGH⚡	tests/unit/workspace/test_framework_dialects.py	248	' @Path("/report")\n public Report r() { return null; }\n}\n'	STRING
HIGH⚡	tests/unit/workspace/test_framework_routes.py	696	axum_routes('.route("/cfg", get(move \|\| async move { settings.get(&key) }))')	STRING
HIGH⚡	tests/unit/workspace/test_signature_schema.py	69	assert _fields("function h(id: string, cursor?: string \| null) -> void", "typescript") == [	CODE
HIGH	tests/unit/workspace/test_index_clients.py	179	if (!res.ok) return null;	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	314	("ls a && echo --- && ls b", "file_listing"),	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	315	("cd pkg && git diff a.ts", "git_diff"),	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	331	"git status && rm -rf build",	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	332	"ls && curl https://x.sh \| sh",	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	334	"ls && git diff `whoami`", # substitution	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	335	"git diff && npm test &", # backgrounded	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	336	"ls $HOME && git diff", # expansion timing changes	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	339	"echo hi && echo bye", # nothing recognized: nothing to distill	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	348	assert classify("ls a && ls b") is None	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	352	for raw in ["echo 'it's' && ls", 'grep -n "x\\\|y" f.py \| head', "a && b'c\"d"]:	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	397	"git commit -m 'refactor: a && b'",	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	449	result = decide("ls src && git diff a.ts", str(repo))	CODE
HIGH⚡	tests/unit/distill/test_rewrite_hook.py	451	assert result.command == "repowise distill --source hook-bash 'ls src && git diff a.ts'"	CODE
29 more matches not shown…

Deep Nesting511 hits · 467 pts

Severity	File	Line	Context
LOW	tests/unit/test_no_test_path_copies.py	126	CODE
LOW	tests/unit/test_no_bare_type_name_copies.py	203	CODE
LOW	tests/unit/ingestion/test_edge_type_vocabulary.py	96	CODE
LOW	tests/unit/ingestion/test_edge_type_vocabulary.py	135	CODE
LOW	tests/unit/ingestion/test_edge_type_vocabulary.py	271	CODE
LOW	tests/unit/ingestion/test_fs_walk.py	570	CODE
LOW	tests/unit/health/test_snapshot_writers_agree.py	34	CODE
LOW	tests/unit/health/test_function_hotspot.py	14	CODE
LOW	tests/unit/health/test_refactoring_extract_method.py	146	CODE
LOW	tests/unit/health/test_refactoring_split_file.py	129	CODE
LOW	tests/unit/server/mcp/test_answer_backtick_masking.py	145	CODE
LOW	tests/unit/server/mcp/test_answer_backtick_masking.py	161	CODE
LOW	…unit/server/mcp/test_cross_tool_reference_contracts.py	250	CODE
LOW	…unit/server/mcp/test_cross_tool_reference_contracts.py	500	CODE
LOW	tests/unit/persistence/test_decision_supersession.py	50	CODE
LOW	scripts/gen_plugin_content.py	207	CODE
LOW	scripts/gen_plugin_content.py	266	CODE
LOW	packages/core/src/repowise/core/cache_seal.py	202	CODE
LOW	packages/core/src/repowise/core/update_lock.py	160	CODE
LOW	packages/core/src/repowise/core/repo_config.py	142	CODE
LOW	packages/core/src/repowise/core/fs_walk.py	341	CODE
LOW	packages/core/src/repowise/core/pipeline/checkpoint.py	145	CODE
LOW	packages/core/src/repowise/core/pipeline/persist.py	292	CODE
LOW	packages/core/src/repowise/core/pipeline/persist.py	1504	CODE
LOW	…ckages/core/src/repowise/core/pipeline/orchestrator.py	176	CODE
LOW	packages/core/src/repowise/core/pipeline/incremental.py	1382	CODE
LOW	…es/core/src/repowise/core/pipeline/phases/ingestion.py	376	CODE
LOW	…es/core/src/repowise/core/pipeline/phases/ingestion.py	711	CODE
LOW	…ges/core/src/repowise/core/pipeline/phases/analysis.py	102	CODE
LOW	…ges/core/src/repowise/core/pipeline/phases/analysis.py	175	CODE
LOW	…ges/core/src/repowise/core/pipeline/phases/analysis.py	278	CODE
LOW	packages/core/src/repowise/core/upgrade/manager.py	151	CODE
LOW	…/core/src/repowise/core/ingestion/tsconfig_resolver.py	171	CODE
LOW	…/core/src/repowise/core/ingestion/tsconfig_resolver.py	263	CODE
LOW	…ges/core/src/repowise/core/ingestion/dispatch_edges.py	105	CODE
LOW	…kages/core/src/repowise/core/ingestion/return_types.py	22	CODE
LOW	…kages/core/src/repowise/core/ingestion/import_index.py	38	CODE
LOW	packages/core/src/repowise/core/ingestion/type_names.py	47	CODE
LOW	packages/core/src/repowise/core/ingestion/type_names.py	118	CODE
LOW	packages/core/src/repowise/core/ingestion/parser.py	611	CODE
LOW	packages/core/src/repowise/core/ingestion/parser.py	957	CODE
LOW	packages/core/src/repowise/core/ingestion/parser.py	1000	CODE
LOW	…ges/core/src/repowise/core/ingestion/parser_helpers.py	34	CODE
LOW	…ges/core/src/repowise/core/ingestion/parser_helpers.py	384	CODE
LOW	…ages/core/src/repowise/core/ingestion/graph_warmups.py	50	CODE
LOW	…ages/core/src/repowise/core/ingestion/graph_warmups.py	115	CODE
LOW	…ages/core/src/repowise/core/ingestion/graph_warmups.py	292	CODE
LOW	packages/core/src/repowise/core/ingestion/sfc_source.py	227	CODE
LOW	…ages/core/src/repowise/core/ingestion/call_resolver.py	396	CODE
LOW	…ages/core/src/repowise/core/ingestion/call_resolver.py	811	CODE
LOW	…ages/core/src/repowise/core/ingestion/call_resolver.py	866	CODE
LOW	…ages/core/src/repowise/core/ingestion/call_resolver.py	1043	CODE
LOW	…ages/core/src/repowise/core/ingestion/call_resolver.py	1974	CODE
LOW	packages/core/src/repowise/core/ingestion/traverser.py	894	CODE
LOW	packages/core/src/repowise/core/ingestion/traverser.py	1070	CODE
LOW	packages/core/src/repowise/core/ingestion/traverser.py	1154	CODE
LOW	packages/core/src/repowise/core/ingestion/traverser.py	1173	CODE
LOW	packages/core/src/repowise/core/ingestion/traverser.py	643	CODE
LOW	…es/core/src/repowise/core/ingestion/change_detector.py	379	CODE
LOW	…s/core/src/repowise/core/ingestion/git_commit_index.py	78	CODE
451 more matches not shown…

Over-Commented Block504 hits · 452 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/test_no_test_path_copies.py	61	# `protest/`, `latest/` and `contest/` all counted as tests, while	COMMENT
LOW	tests/unit/test_no_test_path_copies.py	81	# Excludes bare `test/` on purpose: `django/test/` and `flask/testing.py`	COMMENT
LOW	tests/unit/test_no_bare_type_name_copies.py	61	# of; in scope so moving it did not move it out of reach.	COMMENT
LOW	tests/unit/test_no_bare_type_name_copies.py	81	# qualifier that is a type rather than a package must not be discarded.	COMMENT
LOW	tests/unit/ingestion/test_fs_walk.py	501	_write(tmp_path, "a/b/c/package.json", "{}") # 4 parts — boundary, kept	COMMENT
LOW	tests/unit/ingestion/test_fs_walk.py	521	# nested repos even when matches are filtered afterwards;	COMMENT
LOW	tests/unit/ingestion/parser/test_pascal.py	221	) -> None:	COMMENT
LOW	tests/unit/ingestion/parser/test_typescript.py	201	) -> None:	COMMENT
LOW	tests/unit/dead_code/test_interfaces.py	161	# so the strongest assertion is "no spurious COM clamp masked the	COMMENT
LOW	tests/unit/workspace/test_extraction_walk_budget.py	161	monkeypatch: pytest.MonkeyPatch,	COMMENT
LOW	tests/unit/distill/test_rewrite_perf.py	121	_fmt = ", ".join(f"{t:.0f}" for t in timings)	COMMENT
LOW	tests/unit/server/mcp/test_keyless_vector_leg.py	241	# --------------------------------------------------------------------------	COMMENT
LOW	tests/unit/server/mcp/test_tool_table_drift.py	41	# Header + separator + one line per row.	COMMENT
LOW	tests/unit/cli/test_pricing_table_agreement.py	21	from __future__ import annotations	COMMENT
LOW	tests/unit/generation/test_page_confidence.py	41	)	COMMENT
LOW	tests/unit/generation/test_page_selection.py	81	records = [PageRecord("file_page:src/a.py", "file_page", "src\\a.py", is_template=True)]	COMMENT
LOW	docs/design/no-raw-hex-check.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/kg_validate/kg_checks.py	21		COMMENT
LOW	scripts/kg_validate/kg_checks.py	41	SMALL_REPO_FILES = 10	COMMENT
LOW	packages/ui/__tests__/docs/docs-tree.test.tsx	861	});	COMMENT
LOW	packages/ui/scripts/no-raw-hex-check.sh	1	#!/usr/bin/env bash	COMMENT
LOW	packages/ui/scripts/ui-gates.sh	1	#!/usr/bin/env bash	COMMENT
LOW	packages/ui/src/commits/code-evolution-chart.tsx	41		COMMENT
LOW	packages/ui/src/commits/priority-badge.tsx	1	import { cn } from "../lib/cn";	COMMENT
LOW	packages/ui/src/health/health-file-drawer.tsx	261	for (const c of breakdown?.categories ?? []) {	COMMENT
LOW	packages/ui/src/graph/symbol-relations.ts	21	/** Heading per edge type, per side. Both halves of a relation are named, since	COMMENT
LOW	packages/ui/src/graph/sigma/sigma-controls.tsx	21	}: SigmaControlsProps) {	COMMENT
LOW	packages/ui/src/graph/sigma/use-sigma.ts	61	};	COMMENT
LOW	packages/ui/src/wiki/wiki-markdown.tsx	181	}	COMMENT
LOW	packages/ui/src/docs/docs-tree.tsx	281	// longest-prefix path matching to guess which module owned a file. It is now	COMMENT
LOW	packages/ui/src/docs/docs-tree.tsx	321	"layer_page",	COMMENT
LOW	packages/ui/src/docs/docs-tree.tsx	921	);	COMMENT
LOW	packages/ui/src/docs/reader-persona.ts	1	// Reader personas — a client-side lens that filters which sections of a	COMMENT
LOW	packages/ui/src/docs/page-labels.ts	1	// Display labels for wiki pages — replace raw graph ids with derived names.	COMMENT
LOW	packages/ui/src/docs/docs-reader.tsx	281	}) {	COMMENT
LOW	packages/ui/src/docs/doc-nav.ts	1	// Framework-neutral navigation helpers for the wiki reader.	COMMENT
LOW	packages/ui/src/decisions/decisions-table.tsx	101	const prefix = linkPrefix ?? `/repos/${repoId}`;	COMMENT
LOW	packages/ui/src/decisions/decisions-table.tsx	181	render: (d) => <DecisionStatusMark status={d.status} />,	COMMENT
LOW	packages/ui/src/lib/layers.ts	1	// Which layer of the architecture spine a page belongs to, and how to group a	COMMENT
LOW	packages/ui/src/lib/page-types.ts	141	// ---------------------------------------------------------------------------	COMMENT
LOW	packages/ui/src/lib/page-types.ts	161	getting_started: "Getting Started",	COMMENT
LOW	packages/ui/src/files/file-overview-tab.tsx	41	const fixedCount = Object.values(rawFixCounts).filter((n) => n > 0).length;	COMMENT
LOW	packages/core/src/repowise/core/rate_limiter.py	41		COMMENT
LOW	packages/core/src/repowise/core/update_lock.py	21		COMMENT
LOW	packages/core/src/repowise/core/test_paths.py	61	# the filename's own case, deliberately: a lowercase ``tests.py`` is the	COMMENT
LOW	packages/core/src/repowise/core/test_paths.py	81	# the tree requirement costs nothing and the widening would buy nothing.	COMMENT
LOW	packages/core/src/repowise/core/fs_walk.py	181	# can be asked without the answer depending on the path the caller	COMMENT
LOW	packages/core/src/repowise/core/fs_walk.py	201	cycle_pruned.append(d)	COMMENT
LOW	…s/core/src/repowise/core/pipeline/scoped_generation.py	241	async with get_session(session_factory) as session:	COMMENT
LOW	packages/core/src/repowise/core/pipeline/persist.py	861	Returns ``(deleted_path_count, refusals)``, where a refusal is a one-line	COMMENT
LOW	packages/core/src/repowise/core/pipeline/persist.py	1581	# and file pages are rendered structurally now, so the directive had no	COMMENT
LOW	…ckages/core/src/repowise/core/pipeline/orchestrator.py	261	# Mode policy: FAST forces ESSENTIAL git indexing and disables doc	COMMENT
LOW	…ckages/core/src/repowise/core/pipeline/orchestrator.py	801	# legitimately emitted zero pages of it.	COMMENT
LOW	…ckages/core/src/repowise/core/pipeline/orchestrator.py	821	has_code_to_group = any(	COMMENT
LOW	packages/core/src/repowise/core/pipeline/incremental.py	701	try:	COMMENT
LOW	packages/core/src/repowise/core/pipeline/incremental.py	741	# knowledge a full index had — the stored rows ARE what the last full	COMMENT
LOW	packages/core/src/repowise/core/pipeline/incremental.py	1641	# Drop file-scoped rows for files that have actually been deleted.	COMMENT
LOW	packages/core/src/repowise/core/pipeline/incremental.py	1661	else {pf.file_info.path for pf in parsed_files or []}	COMMENT
LOW	packages/core/src/repowise/core/pipeline/incremental.py	1721	# The swept half is not repairable this way, because the sweeps	COMMENT
LOW	…es/core/src/repowise/core/pipeline/resume/rehydrate.py	61		COMMENT
444 more matches not shown…

Cross-File Repetition55 hits · 275 pts

Severity	File	Snippet	Context
HIGH	tests/unit/ingestion/parser/conftest.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_csharp.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_misc.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_swift.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_python.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_kotlin.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_java.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_cpp.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_ruby.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_scala.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_php.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_go.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_typescript.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_luau.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/test_rust.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/ingestion/parser/_helpers.py	unit tests for the unified astparser. tests parse inline byte strings so no filesystem i/o is needed. covers python, typ	STRING
HIGH	tests/unit/health/test_dataflow_facts.py	def f(ctx, cond): with ctx.push(): if cond: result = 1 else: result = 2 return result	STRING
HIGH	tests/unit/health/test_dataflow_cfg.py	def f(ctx, cond): with ctx.push(): if cond: result = 1 else: result = 2 return result	STRING
HIGH	tests/unit/health/test_dataflow_reaching.py	def f(ctx, cond): with ctx.push(): if cond: result = 1 else: result = 2 return result	STRING
HIGH	tests/unit/server/mcp/conftest.py	unit tests for repowise mcp server tools. tests all 9 mcp tools using an in-memory sqlite database with pre-populated te	STRING
HIGH	tests/unit/server/mcp/test_search.py	unit tests for repowise mcp server tools. tests all 9 mcp tools using an in-memory sqlite database with pre-populated te	STRING
HIGH	tests/unit/server/mcp/test_why.py	unit tests for repowise mcp server tools. tests all 9 mcp tools using an in-memory sqlite database with pre-populated te	STRING
HIGH	tests/unit/server/mcp/test_risk.py	unit tests for repowise mcp server tools. tests all 9 mcp tools using an in-memory sqlite database with pre-populated te	STRING
HIGH	tests/unit/server/mcp/test_dead_code.py	unit tests for repowise mcp server tools. tests all 9 mcp tools using an in-memory sqlite database with pre-populated te	STRING
HIGH	tests/unit/server/mcp/test_config.py	unit tests for repowise mcp server tools. tests all 9 mcp tools using an in-memory sqlite database with pre-populated te	STRING
HIGH	tests/unit/server/mcp/test_context.py	unit tests for repowise mcp server tools. tests all 9 mcp tools using an in-memory sqlite database with pre-populated te	STRING
HIGH	tests/unit/server/mcp/test_overview.py	unit tests for repowise mcp server tools. tests all 9 mcp tools using an in-memory sqlite database with pre-populated te	STRING
HIGH	tests/unit/server/mcp/test_health.py	unit tests for repowise mcp server tools. tests all 9 mcp tools using an in-memory sqlite database with pre-populated te	STRING
HIGH	tests/unit/test_providers/test_openai_provider.py	unit tests for openrouterprovider. all tests mock the asyncopenai client — no real api calls are made.	STRING
HIGH	tests/unit/test_providers/test_kimi_provider.py	unit tests for openrouterprovider. all tests mock the asyncopenai client — no real api calls are made.	STRING
HIGH	tests/unit/test_providers/test_deepseek_provider.py	unit tests for openrouterprovider. all tests mock the asyncopenai client — no real api calls are made.	STRING
HIGH	tests/unit/test_providers/test_openrouter_provider.py	unit tests for openrouterprovider. all tests mock the asyncopenai client — no real api calls are made.	STRING
HIGH	tests/unit/generation/test_page_confidence.py	a provider that fails the way a real outage does: every call raises.	STRING
HIGH	tests/unit/generation/test_overview_architecture_map.py	a provider that fails the way a real outage does: every call raises.	STRING
HIGH	tests/unit/generation/test_stub_on_provider_error.py	a provider that fails the way a real outage does: every call raises.	STRING
HIGH	…es/core/src/repowise/core/pipeline/phases/ingestion.py	pipeline analysis phase. extracted from the former monolithic ``orchestrator.py``; ``run_pipeline`` (in orchestrator.py)	STRING
HIGH	packages/core/src/repowise/core/pipeline/phases/git.py	pipeline analysis phase. extracted from the former monolithic ``orchestrator.py``; ``run_pipeline`` (in orchestrator.py)	STRING
HIGH	…s/core/src/repowise/core/pipeline/phases/generation.py	pipeline analysis phase. extracted from the former monolithic ``orchestrator.py``; ``run_pipeline`` (in orchestrator.py)	STRING
HIGH	…ges/core/src/repowise/core/pipeline/phases/analysis.py	pipeline analysis phase. extracted from the former monolithic ``orchestrator.py``; ``run_pipeline`` (in orchestrator.py)	STRING
HIGH	…kages/core/src/repowise/core/analysis/decision_gate.py	back-compat façade — moved to ``repowise.core.analysis.decisions.evolution``. import from the new path; this re-export k	STRING
HIGH	…core/src/repowise/core/analysis/decision_provenance.py	back-compat façade — moved to ``repowise.core.analysis.decisions.evolution``. import from the new path; this re-export k	STRING
HIGH	…/src/repowise/core/analysis/decision_semantic_match.py	back-compat façade — moved to ``repowise.core.analysis.decisions.evolution``. import from the new path; this re-export k	STRING
HIGH	…/core/src/repowise/core/analysis/decision_extractor.py	back-compat façade — moved to ``repowise.core.analysis.decisions.evolution``. import from the new path; this re-export k	STRING
HIGH	…/core/src/repowise/core/analysis/decision_evolution.py	back-compat façade — moved to ``repowise.core.analysis.decisions.evolution``. import from the new path; this re-export k	STRING
HIGH	…src/repowise/core/workspace/extractors/grpc/dialect.py	return the contracts found in ctx (may be empty).	STRING
HIGH	…src/repowise/core/workspace/extractors/http/dialect.py	return the contracts found in ctx (may be empty).	STRING
HIGH	…src/repowise/core/workspace/extractors/data/dialect.py	return the contracts found in ctx (may be empty).	STRING
HIGH	packages/core/src/repowise/core/persistence/crud/git.py	crud operations for the repository domain (repowise persistence layer). split out of the former monolithic ``crud.py``;	STRING
HIGH	…src/repowise/core/persistence/crud/external_systems.py	crud operations for the repository domain (repowise persistence layer). split out of the former monolithic ``crud.py``;	STRING
HIGH	…/src/repowise/core/persistence/crud/knowledge_graph.py	crud operations for the repository domain (repowise persistence layer). split out of the former monolithic ``crud.py``;	STRING
HIGH	…s/core/src/repowise/core/persistence/crud/decisions.py	crud operations for the repository domain (repowise persistence layer). split out of the former monolithic ``crud.py``;	STRING
HIGH	…kages/core/src/repowise/core/persistence/crud/graph.py	crud operations for the repository domain (repowise persistence layer). split out of the former monolithic ``crud.py``;	STRING
HIGH	…ckages/core/src/repowise/core/persistence/crud/chat.py	crud operations for the repository domain (repowise persistence layer). split out of the former monolithic ``crud.py``;	STRING
HIGH	…kages/core/src/repowise/core/persistence/crud/pages.py	crud operations for the repository domain (repowise persistence layer). split out of the former monolithic ``crud.py``;	STRING
HIGH	…/core/src/repowise/core/persistence/crud/repository.py	crud operations for the repository domain (repowise persistence layer). split out of the former monolithic ``crud.py``;	STRING

Modern Structural Boilerplate234 hits · 236 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/pipeline/test_generation_progress_split.py	39	def set_cost(self, total_cost: float) -> None:	CODE
LOW⚡	tests/unit/server/mcp/test_mcp_exclude_filter.py	155	def _set_excluded(monkeypatch, tmp_path, pattern: str) -> None:	CODE
LOW	tests/unit/server/mcp/test_hotspot_health_surfaces.py	24	async def _set_hotspots(session, repo_id: str, paths: set[str]) -> None:	CODE
LOW⚡	tests/unit/cli/test_workspace_cmd.py	463	def _setup(self, root: Path) -> None:	CODE
LOW	tests/unit/persistence/conftest.py	58	__all__ = ["insert_repo", "make_page_kwargs", "make_repo_kwargs"]	CODE
LOW	packages/core/src/repowise/core/co_change.py	30	__all__ = [	CODE
LOW	packages/core/src/repowise/core/cache_seal.py	30	__all__ = [	CODE
LOW	packages/core/src/repowise/core/cancellation.py	63	def set_active_token(token: CancellationToken \| None) -> None:	CODE
LOW	packages/core/src/repowise/core/docs_mode.py	19	__all__ = ["DOCS_MODES", "DocsMode", "docs_mode_state_fields", "resolve_docs_mode"]	CODE
LOW	packages/core/src/repowise/core/support_paths.py	16	__all__ = ["is_example_path", "is_support_path"]	CODE
LOW	packages/core/src/repowise/core/fs_walk.py	49	__all__ = ["PRUNED_DIRS", "PRUNED_DIRS_DERIVED", "WalkSnapshot", "iter_glob", "walk_repo"]	CODE
LOW	packages/core/src/repowise/core/pipeline/checkpoint.py	38	__all__ = [	CODE
LOW	packages/core/src/repowise/core/pipeline/__init__.py	30	__all__ = [	CODE
LOW	packages/core/src/repowise/core/pipeline/modes.py	25	__all__ = ["OrchestratorMode"]	CODE
LOW	packages/core/src/repowise/core/pipeline/fix_rollups.py	35	__all__ = ["apply_fix_rollups"]	CODE
LOW	…es/core/src/repowise/core/pipeline/resume/rehydrate.py	28	__all__ = [	CODE
LOW	…ges/core/src/repowise/core/pipeline/resume/__init__.py	23	__all__ = [	CODE
LOW	packages/core/src/repowise/core/upgrade/release.py	173	__all__ = [	CODE
LOW	packages/core/src/repowise/core/upgrade/version.py	62	__all__ = [	CODE
LOW	packages/core/src/repowise/core/upgrade/registry.py	82	__all__ = ["MIGRATIONS", "Migration", "migrations_between"]	CODE
LOW	packages/core/src/repowise/core/upgrade/__init__.py	28	__all__ = [	CODE
LOW	packages/core/src/repowise/core/upgrade/changelog.py	144	__all__ = [	CODE
LOW	packages/core/src/repowise/core/upgrade/manager.py	242	__all__ = ["UpgradeContext", "apply_auto", "assess", "stamp"]	CODE
LOW	packages/core/src/repowise/core/upgrade/verdict.py	83	__all__ = [	CODE
LOW	…/core/src/repowise/core/ingestion/python_local_refs.py	49	__all__ = ["extract_python_local_refs"]	CODE
LOW	packages/core/src/repowise/core/ingestion/__init__.py	35	__all__ = [	CODE
LOW	…ckages/core/src/repowise/core/ingestion/parse_cache.py	46	__all__ = ["ParseCache", "parser_fingerprint"]	CODE
LOW	…e/src/repowise/core/ingestion/git_indexer/co_change.py	35	__all__ = ["compute_co_changes_and_entropy"]	CODE
LOW	…e/src/repowise/core/ingestion/git_indexer/fix_shape.py	49	__all__ = ["SHAPE_KINDS", "classify_fix_shape", "is_code_path", "is_test_path"]	CODE
LOW	…core/src/repowise/core/ingestion/git_indexer/enrich.py	27	__all__ = [	CODE
LOW	…ore/src/repowise/core/ingestion/git_indexer/records.py	14	__all__ = [	CODE
LOW	…re/src/repowise/core/ingestion/git_indexer/__init__.py	62	__all__ = [	CODE
LOW	…/repowise/core/ingestion/git_indexer/function_blame.py	33	__all__ = [	CODE
LOW	…re/src/repowise/core/ingestion/git_indexer/backfill.py	32	__all__ = ["BACKFILL_PHASE", "backfill_full_tier"]	CODE
LOW	…c/repowise/core/ingestion/git_indexer/prior_defects.py	51	__all__ = ["FixCommit", "FixWalk", "PriorDefects", "collect_fix_commits", "compute_prior_defects"]	CODE
LOW	…ore/src/repowise/core/ingestion/git_indexer/indexer.py	46	__all__ = ["GitIndexer"]	CODE
LOW	…epowise/core/ingestion/git_indexer/agent_provenance.py	76	__all__ = [	CODE
LOW	…/src/repowise/core/ingestion/git_indexer/fix_events.py	37	__all__ = ["build_fix_events"]	CODE
LOW	…rc/repowise/core/ingestion/git_indexer/file_history.py	67	__all__ = ["DECAY_REFRESH_KEYS", "index_file", "new_meta"]	CODE
LOW	…/core/src/repowise/core/ingestion/git_indexer/tiers.py	15	__all__ = ["GitIndexTier"]	CODE
LOW	…/src/repowise/core/ingestion/external_systems/cmake.py	784	__all__ = [	CODE
LOW	…c/repowise/core/ingestion/external_systems/__init__.py	24	__all__ = [	CODE
LOW⚡	…/src/repowise/core/ingestion/external_systems/bazel.py	315	__all__ = [	CODE
LOW	…kages/core/src/repowise/core/ingestion/graph/_edges.py	58	def update_co_change_edges(self, updated_meta: dict, min_count: int = 3) -> None:	CODE
LOW	…src/repowise/core/ingestion/graph/_centrality_cache.py	41	__all__ = ["CentralityCache", "subgraph_signature"]	CODE
LOW	…ges/core/src/repowise/core/ingestion/graph/__init__.py	41	__all__ = ["GraphBuilder", "_stem_priority", "build_stem_map"]	CODE
LOW	…ages/core/src/repowise/core/ingestion/graph/builder.py	141	def set_tsconfig_resolver(self, resolver: Any) -> None:	CODE
LOW⚡	…ages/core/src/repowise/core/ingestion/graph/builder.py	196	def set_source_map(self, source_map: dict[str, bytes] \| None) -> None:	CODE
LOW	…epowise/core/ingestion/lightweight_imports/__init__.py	62	__all__ = [	CODE
LOW	…core/src/repowise/core/ingestion/languages/__init__.py	15	__all__ = ["REGISTRY", "LanguageSpec"]	CODE
LOW	…rc/repowise/core/ingestion/languages/specs/__init__.py	147	__all__ = ["ALL_SPECS"]	CODE
LOW	…rc/repowise/core/ingestion/framework_edges/__init__.py	106	__all__ = [	CODE
LOW	…src/repowise/core/ingestion/resolvers/kotlin_gradle.py	18	__all__ = [	CODE
LOW	…core/src/repowise/core/ingestion/resolvers/__init__.py	86	__all__ = [	CODE
LOW	…src/repowise/core/ingestion/resolvers/cpp_workspace.py	455	__all__ = [	CODE
LOW	…c/repowise/core/ingestion/resolvers/dotnet/__init__.py	20	__all__ = [	CODE
LOW	…/src/repowise/core/ingestion/dynamic_hints/__init__.py	6	__all__ = ["DynamicEdge", "DynamicHintExtractor", "HintRegistry"]	CODE
LOW	…ore/src/repowise/core/ingestion/dynamic_hints/_walk.py	26	__all__ = ["PRUNED_DIRS", "iter_glob"]	CODE
LOW	…ore/src/repowise/core/ingestion/extractors/__init__.py	15	__all__ = [	CODE
LOW	…epowise/core/ingestion/extractors/heritage/__init__.py	124	__all__ = ["HERITAGE_EXTRACTORS", "extract_heritage", "heritage_node_types_for"]	CODE
174 more matches not shown…

AI Slop Vocabulary60 hits · 176 pts

Severity	File	Line	Snippet	Context
MEDIUM	package-lock.json	15570	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE
LOW⚡	tests/unit/ingestion/test_typescript_resolver.py	739	# resolver's job upstream; here we just return None.	COMMENT
MEDIUM	…sts/unit/ingestion/test_git_commit_rows_integration.py	127	# robust assertion; the precise boundary is covered by the unit test.)	COMMENT
MEDIUM⚡	tests/unit/health/test_dataflow_reaching.py	415	# compute_def_use + compute_reaching can be driven without the file harness.	STRING
MEDIUM	tests/unit/server/test_mcp_decision_graph.py	113	content="# Test Repo\n\nA comprehensive test repository.",	CODE
MEDIUM	tests/unit/server/test_job_executor.py	188	"""Unknown / missing / malformed style resolves to the comprehensive default."""	STRING
MEDIUM	tests/unit/server/mcp/conftest.py	103	content="# Test Repo\n\nA comprehensive test repository.",	CODE
MEDIUM	tests/unit/server/mcp/test_health.py	157	# Per-file leverage: (8 - score) * nloc, 0 once healthy.	COMMENT
MEDIUM	tests/unit/server/mcp/test_health.py	445	# Big and low-scoring, so it outranks the seeded worst file on leverage —	COMMENT
MEDIUM	tests/unit/cli/test_update_pending_cleanup.py	121	# index_repo_full does not persist state.json in the test harness; record	COMMENT
MEDIUM	tests/unit/cli/test_update_up_to_date_lock.py	65	# index_repo_full does not persist state.json in the test harness; record	COMMENT
MEDIUM	tests/unit/sessions/test_efficacy.py	328	# The paired record the harness also writes for the same firing.	COMMENT
MEDIUM⚡	tests/unit/sessions/test_adapter_seam.py	118	# The three drive paths, all reached by a second harness	COMMENT
MEDIUM⚡	tests/unit/sessions/test_adapter_seam.py	256	# Intents: the harness's key names live on the adapter, not in a consumer	COMMENT
MEDIUM	scripts/kg_validate/matrix.toml	184	# resolution at harness-friendly size.	COMMENT
MEDIUM	scripts/kg_validate/matrix.toml	191	# --- Structural-mode batch (no resolver; harness-only acceptance) ---	COMMENT
MEDIUM	packages/ui/src/health/findings-view.tsx	229	// not group size, so "Leverage" sorted stays leverage-led inside and out.	COMMENT
MEDIUM	…/repowise/core/ingestion/git_indexer/function_blame.py	226	# parser robust to out-of-order line emission from --incremental.	COMMENT
MEDIUM	…ges/core/src/repowise/core/ingestion/languages/spec.py	51	# Consumed by the KG validation harness (density floors, honesty checks);	COMMENT
MEDIUM	…e/src/repowise/core/ingestion/extractors/visibility.py	413	# nodes — but textual matching is robust across grammar versions.	COMMENT
MEDIUM⚡	packages/core/src/repowise/core/analysis/kg_curation.py	1078	# The harness signal is "this test file depends on that one" — type	COMMENT
MEDIUM⚡	packages/core/src/repowise/core/analysis/kg_curation.py	1082	# wiring is not harness evidence. "heritage" used to be a third member and was	COMMENT
MEDIUM	packages/core/src/repowise/core/analysis/kg_curation.py	70	# harness uses, calibrated on the 13-repo matrix: express (1.89, broken CJS	COMMENT
MEDIUM	packages/core/src/repowise/core/analysis/kg_curation.py	1167	# consumers (UI, harness) can see the degradation level.	COMMENT
MEDIUM	packages/core/src/repowise/core/analysis/kg_curation.py	1232	# Shared test harness files — base classes and helpers imported by two	COMMENT
MEDIUM	packages/core/src/repowise/core/analysis/kg_curation.py	1272	# Drop harness files unless that would leave nothing. One	COMMENT
MEDIUM	packages/core/src/repowise/core/analysis/kg_curation.py	1273	# single-target import from another test file is already harness	COMMENT
MEDIUM	…core/src/repowise/core/analysis/dead_code/constants.py	500	# `#[cfg(test)] mod tests;` and the Cargo test harness, not production imports.	COMMENT
MEDIUM	…/core/src/repowise/core/analysis/dead_code/analyzer.py	423	# ---- libFuzzer / Honggfuzz / AFL fuzz harness entries ------------	COMMENT
MEDIUM	…se/core/analysis/health/biomarkers/untested_hotspot.py	59	# Not enough leverage to flag — would over-trigger on	COMMENT
MEDIUM	…wise/core/analysis/health/complexity/class_analysis.py	262	# keys off that index directly (robust to duplicate method names, which a	COMMENT
MEDIUM	packages/core/src/repowise/core/distill/corrections.py	48	#: stringly (cancellations, rejections, permission denials, harness errors)	COMMENT
MEDIUM⚡	packages/core/src/repowise/core/distill/corrections.py	218	# rejections, and harness errors are neither failure nor success.	COMMENT
MEDIUM	…s/core/src/repowise/core/sessions/adapters/registry.py	27	#: The harness assumed when a caller names none.	COMMENT
MEDIUM	…kages/core/src/repowise/core/sessions/adapters/base.py	31	#: A consumer asks for an intent; the adapter owns which of its harness's	COMMENT
MEDIUM	…kages/core/src/repowise/core/sessions/adapters/base.py	32	#: key names spot it, so harness vocabulary never leaks into a miner.	COMMENT
MEDIUM	…kages/core/src/repowise/core/sessions/miners/demand.py	236	# a second harness's discovery may fail in ways OSError does not name.	COMMENT
MEDIUM	packages/core/src/repowise/core/generation/models.py	294	# ``generation.styles.resolve_style``. "comprehensive" (default) is inert and	COMMENT
MEDIUM	…re/src/repowise/core/generation/page_generator/core.py	169	# Resolve the wiki style once. "comprehensive" (default) is inert, so this	COMMENT
MEDIUM	…re/src/repowise/core/generation/page_generator/core.py	536	# styles, so default ("comprehensive") pages keep byte-identical metadata.	COMMENT
MEDIUM⚡	…s/core/src/repowise/core/generation/styles/registry.py	33	# Built-in styles (see WIKI_STYLES_PLAN.md D1). ``comprehensive`` is inert by	COMMENT
MEDIUM	…s/core/src/repowise/core/generation/styles/registry.py	160	"""Resolve a style name to a :class:`StyleSpec`, defaulting to ``comprehensive``.	STRING
MEDIUM	…s/server/src/repowise/server/mcp_server/tool_health.py	1569	# ``kpis``, the module rollup, the leverage view and the churn quadrant	COMMENT
MEDIUM	…s/server/src/repowise/server/mcp_server/tool_health.py	1784	# set would report no plans on a file while the highest-leverage	COMMENT
MEDIUM	…s/server/src/repowise/server/mcp_server/tool_health.py	1933	# The one list whose entire purpose is leverage ranking, so it is the	COMMENT
MEDIUM	…src/repowise/server/mcp_server/tool_context/targets.py	330	# counts are small, so picking in Python is robust and cheap.	COMMENT
MEDIUM	packages/cli/src/repowise/cli/agent_adapters/codex.py	84	#: nothing to the Read and Grep surfaces for this harness. That is the	COMMENT
MEDIUM	…ckages/cli/src/repowise/cli/agent_adapters/__init__.py	23	#: This mapping is the whole cost of adding a harness. Payload parsing,	COMMENT
MEDIUM	…ckages/cli/src/repowise/cli/agent_adapters/__init__.py	34	#: because it was the only harness when the hooks were written.	COMMENT
MEDIUM	packages/cli/src/repowise/cli/agent_adapters/base.py	30	#: harness", and an unattributable count is not written at all.	COMMENT
MEDIUM	packages/cli/src/repowise/cli/agent_adapters/base.py	155	#: original harness does (``hook-bash`` / ``hook-powershell``). Declared	COMMENT
MEDIUM	packages/cli/src/repowise/cli/agent_adapters/base.py	171	#: harness is assumed unable to replace until its adapter says otherwise,	COMMENT
MEDIUM	packages/cli/src/repowise/cli/agent_adapters/base.py	184	#: harness that calls its editor ``apply_patch`` needs no branch of its	COMMENT
MEDIUM	…ges/cli/src/repowise/cli/agent_adapters/claude_code.py	49	#: The only harness observed so far whose PostToolUse protocol can replace	COMMENT
LOW	packages/cli/src/repowise/cli/commands/costs_cmd.py	136	# would just return an empty result and confuse the user.	COMMENT
MEDIUM	…s/cli/src/repowise/cli/commands/augment_cmd/command.py	109	#: dispatcher carries no tool-name literals and a third harness needs no branch	COMMENT
MEDIUM	…s/cli/src/repowise/cli/commands/augment_cmd/command.py	386	# the tool output, and not every harness's protocol can honour that.	COMMENT
LOW⚡	…es/cli/src/repowise/cli/commands/augment_cmd/search.py	400	#: these helpers cannot just return ``None`` on failure: that would turn a	COMMENT
LOW	…ages/cli/src/repowise/cli/commands/init_cmd/command.py	1206	# resolve_provider / interactive provider selection may have just set	COMMENT
MEDIUM	…epowise/cli/commands/health_cmd/refactoring_targets.py	93	# The order is the canonical recommendation rank (benefit and leverage,	COMMENT

Hallucination Indicators13 hits · 160 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	tests/unit/workspace/test_framework_dialects.py	82	@io.swagger.v3.oas.annotations.tags.Tag(name = "Account")	CODE
CRITICAL⚡	tests/unit/test_providers/test_edenai_provider.py	204	mock_client.return_value.chat.completions.create.assert_not_called()	CODE
CRITICAL⚡	tests/unit/test_providers/test_openai_provider.py	365	mock_client.return_value.chat.completions.create.assert_not_called()	CODE
CRITICAL⚡	tests/unit/test_providers/test_openai_provider.py	380	mock_client.return_value.chat.completions.create.assert_not_called()	CODE
CRITICAL⚡	tests/unit/test_providers/test_openai_provider.py	391	mock_client.return_value.chat.completions.create.assert_not_called()	CODE
CRITICAL	tests/unit/test_providers/test_openai_provider.py	303	mock_client.return_value.chat.completions.create.assert_not_called()	CODE
CRITICAL	tests/unit/test_providers/test_ollama_provider.py	105	provider._client.chat.completions.create.assert_not_called()	CODE
CRITICAL	tests/unit/test_providers/test_kimi_provider.py	183	mock_client.return_value.chat.completions.create.assert_called_once()	CODE
CRITICAL	tests/unit/test_providers/test_kimi_provider.py	280	mock_client.return_value.chat.completions.create.assert_not_called()	CODE
CRITICAL	tests/unit/test_providers/test_deepseek_provider.py	177	mock_client.return_value.chat.completions.create.assert_called_once()	CODE
CRITICAL	tests/unit/test_providers/test_deepseek_provider.py	203	mock_client.return_value.chat.completions.create.assert_not_called()	CODE
CRITICAL⚡	tests/unit/test_providers/test_openrouter_provider.py	346	mock_client.return_value.chat.completions.create.assert_not_called()	CODE
CRITICAL	tests/unit/test_providers/test_openrouter_provider.py	327	mock_client.return_value.chat.completions.create.assert_not_called()	CODE

Modern AI Meta-Vocabulary40 hits · 123 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/unit/test_test_paths.py	80	# scaffolding tokens missed because those only count inside a test tree.	COMMENT
MEDIUM	tests/unit/server/mcp/test_code_rationale.py	212	"# The symbol cap is 40 because dense files flood the context window.\n"	STRING
MEDIUM	docs/architecture/ARCHITECTURE.md	126	│ │ │ │ ├── context_assembler.py# context assembly (RAG + graph + git + source)	CODE
MEDIUM	docs/architecture/chat.md	19	7. [Agentic Loop](#7-agentic-loop)	CODE
MEDIUM	docs/architecture/language-support.md	147	parser.py # ASTParser (language-agnostic orchestration)	CODE
MEDIUM	packages/core/src/repowise/core/test_paths.py	68	# Directories that hold the scaffolding rather than the tests. These only count	COMMENT
MEDIUM	packages/core/src/repowise/core/test_paths.py	201	# token, a test- or support-shaped filename, or a scaffolding dir beneath it	COMMENT
MEDIUM	packages/core/src/repowise/core/test_paths.py	254	# A scaffolding directory that needs no test tree around it settles the	COMMENT
MEDIUM	packages/core/src/repowise/core/test_paths.py	264	# scaffolding directory demotes it to support.	COMMENT
MEDIUM	packages/core/src/repowise/core/upgrade/version.py	59	#: state.json key holding the embedding model id the vectors were built with.	COMMENT
MEDIUM	packages/core/src/repowise/core/upgrade/manager.py	105	# be format-current yet hold vectors from a different embedding model (#426),	COMMENT
MEDIUM	packages/core/src/repowise/core/ingestion/parser.py	681	# scaffolding, not a runtime variable in the symbol graph.	COMMENT
MEDIUM	…re/src/repowise/core/ingestion/dynamic_hints/dotnet.py	102	# in microservice repos, so we emit dynamic edges to every	COMMENT
MEDIUM	packages/core/src/repowise/core/analysis/kg_curation.py	1628	# Recognised scaffolding earns a real role instead of a bare name	COMMENT
MEDIUM⚡	…core/src/repowise/core/analysis/decisions/extractor.py	1163	# Anti-hallucination substring gate (Phase 1D)	COMMENT
MEDIUM	…core/src/repowise/core/analysis/decisions/extractor.py	149	# anti-hallucination substring gate (Phase 1D).	COMMENT
MEDIUM	…core/src/repowise/core/analysis/decisions/extractor.py	1310	# Raw per-source pool, then the anti-hallucination gate.	COMMENT
MEDIUM⚡	…ore/src/repowise/core/analysis/decisions/provenance.py	147	# Anti-hallucination substring gate	COMMENT
MEDIUM⚡	packages/core/src/repowise/core/workspace/update.py	632	# Workspace update orchestration	COMMENT
MEDIUM	packages/core/src/repowise/core/persistence/models.py	868	# Verification (anti-hallucination gate, Phase 1D). Aggregate over the	COMMENT
MEDIUM	…ages/core/src/repowise/core/generation/interlinking.py	30	# qualified names. The same expression used by the hallucination	COMMENT
MEDIUM⚡	…ages/core/src/repowise/core/generation/interlinking.py	195	# Top-level orchestration	COMMENT
MEDIUM	packages/core/src/repowise/core/generation/models.py	279	# RAG search is bypassed entirely until the vector store has at least	COMMENT
MEDIUM	packages/core/src/repowise/core/generation/models.py	525	# cross-run reuse can key on it even when the rendered prompt (RAG	COMMENT
MEDIUM	…/core/src/repowise/core/generation/well_known_files.py	21	# scaffolding that shows up in almost every repo, where the filename alone is	COMMENT
MEDIUM⚡	…re/src/repowise/core/generation/page_generator/core.py	226	# generate_all — orchestration (delegates to orchestrate.py)	COMMENT
MEDIUM⚡	…repowise/core/generation/page_generator/orchestrate.py	709	# next level's RAG search depends on these landing in the store.	COMMENT
MEDIUM⚡	…repowise/core/generation/page_generator/orchestrate.py	710	# Embedding is a RAG enhancement, not load-bearing, so a failure must	COMMENT
MEDIUM	…repowise/core/generation/page_generator/orchestrate.py	618	# embedder round-trip and the level drains before the next level's RAG	COMMENT
MEDIUM	…/repowise/core/generation/page_generator/validation.py	448	# Whole-name hallucinations — the high-signal case — are	COMMENT
MEDIUM	…se/core/generation/onboarding/subkinds/key_concepts.py	607	# identical from outside, and a scaffolding list that stops matching	COMMENT
MEDIUM	…se/core/generation/onboarding/subkinds/key_concepts.py	608	# anything reads the same as a repository with no scaffolding in it.	COMMENT
MEDIUM	packages/server/src/repowise/server/app.py	117	# Honour the indexed embedding model so serve doesn't silently rebuild	COMMENT
MEDIUM	packages/server/src/repowise/server/routers/chat.py	244	# agentic loop internally (e.g. Gemini for thought_signature).	COMMENT
MEDIUM	…rver/src/repowise/server/mcp_server/_answer_context.py	223	return "## Context scaffolding\n\n" + "\n".join(f"- {s}" for s in sections) + "\n"	CODE
MEDIUM	…ckages/server/src/repowise/server/mcp_server/_state.py	40	# initialise we still fall back to MockEmbedder (so non-RAG tools stay up) but	COMMENT
MEDIUM	…s/server/src/repowise/server/mcp_server/tool_symbol.py	88	# can never blow up the agent's context window. Set to ~18 KB of source:	COMMENT
MEDIUM	…r/src/repowise/server/mcp_server/tool_answer/config.py	169	# plausible and (b) synthesis hallucination on tangential top hits.	COMMENT
MEDIUM	…r/src/repowise/server/mcp_server/tool_answer/answer.py	658	# dropped before formatting, so the prompt never carries hollow scaffolding.	COMMENT
MEDIUM	packages/api-client/src/chat.test.ts	35	// running the agentic loop against a body nobody reads.	COMMENT

Structural Annotation Overuse62 hits · 107 pts

Severity	File	Line	Snippet	Context
LOW	plugins/claude-code/commands/init.md	10	## Step 1: Check if repowise is installed	COMMENT
LOW	plugins/claude-code/commands/init.md	26	## Step 2: Check if this repo is already indexed	COMMENT
LOW	plugins/claude-code/commands/init.md	37	## Step 3: Offer the mode, but do not block on it	COMMENT
LOW	plugins/claude-code/commands/init.md	169	## Step 4: Provider selection (model-written wiki only)	COMMENT
LOW	plugins/claude-code/commands/init.md	207	## Step 5: Exclusions	COMMENT
LOW	plugins/claude-code/commands/init.md	215	## Step 6: Run it	COMMENT
LOW	plugins/claude-code/commands/init.md	229	## Step 7: Post-setup	COMMENT
LOW	plugins/shared/commands/init.md	11	## Step 1: Check if repowise is installed	COMMENT
LOW	plugins/shared/commands/init.md	27	## Step 2: Check if this repo is already indexed	COMMENT
LOW	plugins/shared/commands/init.md	38	## Step 3: Offer the mode, but do not block on it	COMMENT
LOW	plugins/shared/commands/init.md	170	## Step 4: Provider selection (model-written wiki only)	COMMENT
LOW	plugins/shared/commands/init.md	208	## Step 5: Exclusions	COMMENT
LOW	plugins/shared/commands/init.md	216	## Step 6: Run it	COMMENT
LOW	plugins/shared/commands/init.md	230	## Step 7: Post-setup	COMMENT
LOW	website/getting-started.md	99	### Step 1: Install the plugin	COMMENT
LOW	website/getting-started.md	108	### Step 2: Index your repo	COMMENT
LOW⚡	website/getting-started.md	173	### Step 1: Install repowise	COMMENT
LOW⚡	website/getting-started.md	179	### Step 2: Set your API key	COMMENT
LOW⚡	website/getting-started.md	187	### Step 3: Index your repo	COMMENT
LOW⚡	website/getting-started.md	196	### Step 4: Connect Claude Code	COMMENT
LOW⚡	website/getting-started.md	212	### Step 1: Install repowise and Codex	COMMENT
LOW⚡	website/getting-started.md	221	### Step 2: Index your repo	COMMENT
LOW⚡	website/getting-started.md	230	### Step 3: Start Codex	COMMENT
LOW⚡	website/getting-started.md	244	### Step 1: Install and set up	COMMENT
LOW⚡	website/getting-started.md	251	### Step 2: Index your repo	COMMENT
LOW⚡	website/getting-started.md	258	### Step 3: Start the web dashboard	COMMENT
LOW⚡	website/getting-started.md	266	### Step 4: Start the MCP server (optional)	COMMENT
LOW⚡	tests/integration/test_mcp.py	351	# Step 1: Get overview	COMMENT
LOW⚡	tests/integration/test_mcp.py	358	# Step 2: Drill into auth module via get_context.	COMMENT
LOW⚡	tests/integration/test_mcp.py	367	# Step 3: Get file context	COMMENT
LOW⚡	tests/integration/test_mcp.py	374	# Step 4: Look up a symbol	COMMENT
LOW	docs/architecture/language-support.md	180	#### Step 1: Add a `LanguageSpec` module	COMMENT
LOW	docs/architecture/language-support.md	248	#### Step 2: Add the `LanguageTag`	COMMENT
LOW	docs/architecture/language-support.md	256	#### Step 3: Write a tree-sitter query file	COMMENT
LOW	docs/architecture/language-support.md	286	#### Step 4: Add a `LanguageConfig` entry	COMMENT
LOW	docs/architecture/language-support.md	307	#### Step 5: Add the tree-sitter grammar dependency	COMMENT
LOW⚡	…/core/src/repowise/core/ingestion/tsconfig_resolver.py	149	# Step 1: try path alias entries.	COMMENT
LOW⚡	…/core/src/repowise/core/ingestion/tsconfig_resolver.py	159	# Step 2: baseUrl-only fallback.	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/update.py	898	# Step 3: Save workspace config with updated timestamps	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/update.py	902	# Step 4: Run cross-repo hooks (Phase 3/4 placeholder). ``run_hooks`` lets	COMMENT
LOW	packages/core/src/repowise/core/workspace/update.py	683	# Step 1: Determine which repos are stale	COMMENT
LOW	packages/core/src/repowise/core/workspace/update.py	695	# Step 0: Sync ``last_commit_at_index`` from each repo's state.json so	COMMENT
LOW	packages/core/src/repowise/core/workspace/update.py	761	# Step 2: Update stale repos (parallel with concurrency limit)	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/cross_repo.py	426	# Step 1: Parse git logs for all repos	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/cross_repo.py	433	# Step 2: Drop noise files, then commits left with nothing, then	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/cross_repo.py	449	# Step 3: Group all commits by author identity, tagged with repo alias	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/cross_repo.py	455	# Step 4: Walk each author's sessions, accumulating per-file activity	COMMENT
LOW	…s/core/src/repowise/core/generation/knowledge_graph.py	380	# Step 1: main entry point	COMMENT
LOW⚡	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	729	# Step 3: Create workspace config	COMMENT
LOW⚡	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	826	# Step 5: Cross-repo analysis (co-changes, package deps, contracts)	COMMENT
LOW⚡	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	829	# Step 6: Register primary repo with configured editor clients	COMMENT
LOW⚡	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	835	# Step 7: Completion summary	COMMENT
LOW	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	618	# Step 1: Select repos to index	COMMENT
LOW	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	634	# Step 2: Select primary repo	COMMENT
LOW	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	756	# Step 4: Index each selected repo (always generate_docs=False; generation is separate)	COMMENT
LOW	…cli/agent_targets/_data/codex_prompts/repowise-init.md	9	## Step 1: Check if repowise is installed	COMMENT
LOW	…cli/agent_targets/_data/codex_prompts/repowise-init.md	25	## Step 2: Check if this repo is already indexed	COMMENT
LOW	…cli/agent_targets/_data/codex_prompts/repowise-init.md	36	## Step 3: Offer the mode, but do not block on it	COMMENT
LOW	…cli/agent_targets/_data/codex_prompts/repowise-init.md	168	## Step 4: Provider selection (model-written wiki only)	COMMENT
LOW	…cli/agent_targets/_data/codex_prompts/repowise-init.md	206	## Step 5: Exclusions	COMMENT
2 more matches not shown…

Fake / Example Data44 hits · 54 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/unit/ingestion/test_author_identity.py	63	assert owner_key("Jane Doe", None) == "name:Jane Doe"	CODE
LOW⚡	tests/unit/ingestion/test_author_identity.py	83	("Jane Doe", "jane@company.com"),	CODE
LOW⚡	tests/unit/ingestion/test_author_identity.py	84	("Jane Doe", "12345+jane@users.noreply.github.com"),	CODE
LOW⚡	tests/unit/ingestion/test_author_identity.py	87	assert resolve("Jane Doe", "jane@company.com") == "jane@company.com"	CODE
LOW⚡	tests/unit/ingestion/test_author_identity.py	88	assert resolve("Jane Doe", "12345+jane@users.noreply.github.com") == "jane@company.com"	CODE
LOW	tests/unit/ingestion/test_author_identity.py	115	("Jane Doe", "jane@company.com"),	CODE
LOW⚡	tests/unit/ingestion/test_agent_provenance.py	144	prov = _classify(an="Jane Doe", ae="jane@anthropic.com")	CODE
LOW⚡	tests/unit/workspace/test_update.py	109	["git", "config", "user.email", "test@test.com"],	CODE
LOW	tests/unit/workspace/test_incremental_update.py	43	_git(repo, "config", "user.email", "test@test.com")	CODE
LOW	tests/unit/workspace/test_cross_repo.py	60	author_name="Jane Doe",	CODE
LOW⚡	tests/unit/server/test_stats_contributors.py	45	_commit("a1", "Jane Doe", "jane@company.com", 1000),	CODE
LOW⚡	tests/unit/server/test_stats_contributors.py	46	_commit("a2", "Jane Doe", "12345+jane@users.noreply.github.com", 1100),	CODE
LOW⚡	tests/unit/server/test_stats_contributors.py	47	_commit("a3", "Jane Doe", "999+jane@users.noreply.github.com", 1200),	CODE
LOW⚡	tests/unit/server/test_stats_contributors.py	71	_commit("a1", "Jane Doe", "jane@company.com", 1_600_000_000),	CODE
LOW⚡	tests/unit/server/test_stats_contributors.py	72	_commit("a2", "Jane Doe", "jane@company.com", 1_600_086_400),	CODE
LOW⚡	tests/unit/server/test_stats_bot_filter.py	46	("Jane Doe", "jane@anthropic.com"),	CODE
LOW	tests/unit/server/test_stats_superlatives.py	28	"author_name": "Jane Doe",	CODE
LOW⚡	tests/unit/server/test_owners.py	208	primary_owner_name="Jane Doe",	CODE
LOW⚡	tests/unit/server/test_owners.py	211	[{"name": "Jane Doe", "email": "jane@company.com", "commit_count": 10}]	CODE
LOW⚡	tests/unit/server/test_owners.py	221	primary_owner_name="Jane Doe",	CODE
LOW⚡	tests/unit/server/test_owners.py	226	"name": "Jane Doe",	CODE
LOW	tests/unit/server/test_owners.py	243	assert jane.name == "Jane Doe"	CODE
LOW	tests/unit/server/test_stats_signals.py	31	"author_name": "Jane Doe",	CODE
LOW	tests/unit/server/mcp/test_ff_mcp_payload_overview.py	26	"primary_owner_name": "Jane Doe",	CODE
LOW⚡	tests/unit/server/mcp/test_ff_mcp_payload_overview.py	53	assert top["name"] == "Jane Doe"	CODE
LOW⚡	tests/unit/server/mcp/test_ff_mcp_payload_overview.py	63	assert _owner_display_name("Jane Doe", "jane.doe@example.com") == "Jane Doe"	CODE
LOW	tests/unit/cli/test_update_provider_prompt.py	38	_git(repo, "config", "user.email", "test@test.com")	CODE
LOW⚡	tests/unit/cli/test_init_failure_reporting.py	461	assert "placeholder" not in output	CODE
LOW	tests/unit/cli/test_docs_pointer.py	60	_git(repo, "config", "user.email", "test@test.com")	CODE
LOW	tests/unit/cli/test_workspace_docs_pointer.py	35	_git(repo, "config", "user.email", "test@test.com")	CODE
LOW	tests/unit/cli/test_update_e2e.py	74	_git(repo, "config", "user.email", "test@test.com")	CODE
LOW	tests/unit/cli/test_update_e2e.py	190	_git(repo, "config", "user.email", "test@test.com")	CODE
LOW⚡	tests/unit/test_providers/test_gemini_provider.py	225	provider = GeminiProvider(api_key="fake-key")	CODE
LOW⚡	tests/unit/test_providers/test_gemini_provider.py	239	provider = GeminiProvider(api_key="fake-key")	CODE
LOW⚡	tests/unit/test_providers/test_gemini_provider.py	250	provider = GeminiProvider(api_key="fake-key")	CODE
LOW⚡	tests/unit/test_providers/test_gemini_provider.py	261	provider = GeminiProvider(api_key="fake-key")	CODE
LOW	tests/unit/test_providers/test_gemini_provider.py	145	provider = GeminiProvider(api_key="fake-key")	CODE
LOW	tests/unit/test_providers/test_gemini_provider.py	159	provider = GeminiProvider(api_key="fake-key")	CODE
LOW	tests/unit/test_providers/test_gemini_provider.py	171	provider = GeminiProvider(api_key="fake-key")	CODE
LOW	tests/unit/test_providers/test_gemini_provider.py	185	provider = GeminiProvider(api_key="fake-key")	CODE
LOW	tests/unit/test_providers/test_gemini_provider.py	204	provider = GeminiProvider(api_key="fake-key")	CODE
LOW	packages/ui/__tests__/chat/chat-dock.test.tsx	62	"placeholder",	CODE
LOW	packages/ui/__tests__/chat/chat-dock.test.tsx	80	"placeholder",	CODE
LOW	packages/ui/__tests__/chat/chat-interface.test.tsx	204	"placeholder",	CODE

Verbosity Indicators23 hits · 41 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/integration/test_mcp.py	351	# Step 1: Get overview	COMMENT
LOW⚡	tests/integration/test_mcp.py	358	# Step 2: Drill into auth module via get_context.	COMMENT
LOW⚡	tests/integration/test_mcp.py	367	# Step 3: Get file context	COMMENT
LOW⚡	tests/integration/test_mcp.py	374	# Step 4: Look up a symbol	COMMENT
LOW⚡	…/core/src/repowise/core/ingestion/tsconfig_resolver.py	149	# Step 1: try path alias entries.	COMMENT
LOW⚡	…/core/src/repowise/core/ingestion/tsconfig_resolver.py	159	# Step 2: baseUrl-only fallback.	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/update.py	898	# Step 3: Save workspace config with updated timestamps	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/update.py	902	# Step 4: Run cross-repo hooks (Phase 3/4 placeholder). ``run_hooks`` lets	COMMENT
LOW	packages/core/src/repowise/core/workspace/update.py	683	# Step 1: Determine which repos are stale	COMMENT
LOW	packages/core/src/repowise/core/workspace/update.py	695	# Step 0: Sync ``last_commit_at_index`` from each repo's state.json so	COMMENT
LOW	packages/core/src/repowise/core/workspace/update.py	761	# Step 2: Update stale repos (parallel with concurrency limit)	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/cross_repo.py	426	# Step 1: Parse git logs for all repos	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/cross_repo.py	433	# Step 2: Drop noise files, then commits left with nothing, then	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/cross_repo.py	449	# Step 3: Group all commits by author identity, tagged with repo alias	COMMENT
LOW⚡	packages/core/src/repowise/core/workspace/cross_repo.py	455	# Step 4: Walk each author's sessions, accumulating per-file activity	COMMENT
LOW	…s/core/src/repowise/core/generation/knowledge_graph.py	380	# Step 1: main entry point	COMMENT
LOW⚡	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	729	# Step 3: Create workspace config	COMMENT
LOW⚡	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	826	# Step 5: Cross-repo analysis (co-changes, package deps, contracts)	COMMENT
LOW⚡	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	829	# Step 6: Register primary repo with configured editor clients	COMMENT
LOW⚡	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	835	# Step 7: Completion summary	COMMENT
LOW	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	618	# Step 1: Select repos to index	COMMENT
LOW	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	634	# Step 2: Select primary repo	COMMENT
LOW	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	756	# Step 4: Index each selected repo (always generate_docs=False; generation is separate)	COMMENT

Overly Generic Function Names34 hits · 41 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/pipeline/test_authoritative_page_types.py	35	"def helper(n: int) -> int:\n return n + 1\n",	CODE
LOW	…ts/unit/pipeline/test_init_update_graph_convergence.py	47	"def helper(x):\n return x + 1\n",	CODE
LOW	tests/unit/pipeline/test_ingestion_parse_cache.py	17	(repo / "util.py").write_text("def helper(x):\n return x + 1\n", encoding="utf-8")	CODE
LOW	tests/unit/pipeline/test_ingestion_parse_cache.py	52	"def helper(x):\n return x * 3\n",	CODE
LOW⚡	tests/unit/ingestion/test_resolver_merged_index.py	62	"lib.py": ("python", "def helper():\n return 1\n"),	CODE
LOW⚡	tests/unit/ingestion/test_resolver_merged_index.py	84	"a_lib.py": ("python", "def helper():\n return 'a'\n"),	CODE
LOW⚡	tests/unit/ingestion/test_resolver_merged_index.py	85	"z_lib.py": ("python", "def helper():\n return 'z'\n"),	CODE
LOW⚡	tests/unit/ingestion/test_resolver_merged_index.py	152	"class Other:\n def helper(self):\n return 1\n"	CODE
LOW⚡	tests/unit/ingestion/test_traverser.py	119	(tmp_path / "src" / "utils.py").write_text("def helper(): pass")	CODE
LOW⚡	tests/unit/ingestion/test_star_import_barrel.py	46	"pkg/leaf.py": "def helper(x):\n return x\n",	CODE
LOW⚡	tests/unit/ingestion/test_star_import_barrel.py	49	"other.py": "class Thing:\n def helper(self, x):\n return x\n",	CODE
LOW⚡	tests/unit/ingestion/test_star_import_barrel.py	163	"pkg/leaf.py": "def helper(x):\n return x\n",	CODE
LOW⚡	tests/unit/ingestion/test_star_import_barrel.py	166	"other.py": "class Thing:\n def helper(self, x):\n return x\n",	CODE
LOW	tests/unit/ingestion/test_enclosing_class_calls.py	107	def helper(self):	STRING
LOW	tests/unit/ingestion/test_enclosing_class_calls.py	115	def helper(self):	STRING
LOW	tests/unit/ingestion/test_single_query_pass.py	32	def helper(arg: str) -> str:	CODE
LOW	tests/unit/ingestion/test_working_tree_changes.py	33	(tmp_path / "util.py").write_text("def helper():\n return 2\n", encoding="utf-8")	CODE
LOW	tests/unit/ingestion/test_value_reference_edges.py	253	"def helper():\n return 1\n\n\ndef run():\n return helper()\n"	CODE
LOW	tests/unit/ingestion/test_self_call_resolution.py	62	def helper(self):	CODE
LOW⚡	tests/unit/ingestion/test_pytest_fixture_edges.py	162	"def helper(client):\n return client\n"	CODE
LOW⚡	tests/unit/ingestion/test_subgraph_cache.py	42	gb.add_file(_parsed(tmp_path, "b.py", "def helper():\n return 1\n"))	CODE
LOW	tests/unit/ingestion/test_centrality_cache.py	20	_UTIL = "def helper(x):\n return x + 1\n"	CODE
LOW⚡	tests/unit/ingestion/test_dispatch_edges.py	204	"base.py": "class Base:\n def helper(self):\n return 1\n",	CODE
LOW⚡	tests/unit/ingestion/test_dispatch_edges.py	225	"l.py": "class Left:\n def helper(self):\n return 1\n",	CODE
LOW⚡	tests/unit/ingestion/test_dispatch_edges.py	226	"r.py": "class Right:\n def helper(self):\n return 2\n",	CODE
LOW⚡	tests/unit/ingestion/test_dispatch_edges.py	247	"base.py": "class Base:\n def helper(self):\n return 1\n",	CODE
LOW⚡	tests/unit/ingestion/test_dispatch_edges.py	251	" def helper(self):\n"	CODE
LOW	tests/unit/ingestion/test_dispatch_edges.py	327	"base.py": "class Base:\n def helper(self):\n return 1\n",	CODE
LOW	tests/unit/ingestion/test_metrics_precompute.py	36	"b.py": "def helper():\n return 1\n",	CODE
LOW	tests/unit/ingestion/test_parse_cache.py	28	"def helper(x):\n return x + 1\n",	CODE
LOW⚡	tests/unit/ingestion/test_parse_cache.py	86	"def helper(x):\n return x * 2\n\n\ndef extra(y):\n return y\n",	CODE
LOW	tests/unit/ingestion/parser/test_scala.py	21	private def helper(): Unit = {}	CODE
LOW⚡	tests/unit/health/test_perf_crossfn.py	112	b"def helper(session, r):\n"	CODE
LOW	tests/unit/health/test_refactoring_extract_method.py	245	def helper(v):	CODE

Self-Referential Comments7 hits · 27 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/unit/workspace/test_registry.py	32	# Create an empty wiki.db — init_db will create tables on first access	COMMENT
MEDIUM⚡	tests/unit/cli/test_workspace_cmd.py	312	# Create a git repo inside the workspace root	COMMENT
MEDIUM	tests/unit/cli/test_workspace_cmd.py	192	# Create a subdirectory that has no workspace config anywhere in its tree	COMMENT
MEDIUM⚡	tests/integration/test_dead_code_integration.py	68	# Create a mock provider	COMMENT
MEDIUM⚡	tests/integration/test_git_intelligence_integration.py	32	# Create a temp dir with a file so GitIndexer has something to look at,	COMMENT
MEDIUM⚡	…kages/server/src/repowise/server/mcp_server/_server.py	528	# Create the MCP server	COMMENT
MEDIUM	…ages/cli/src/repowise/cli/commands/init_cmd/command.py	1289	# Create the engine, session factory, and repository row before	COMMENT

AI Structural Patterns32 hits · 26 pts

Severity	File	Line	Context
LOW	tests/unit/health/test_coverage_biomarkers.py	15	CODE
LOW	tests/unit/server/mcp/test_why_search_payload.py	26	CODE
LOW	tests/unit/generation/conftest.py	49	CODE
LOW	tests/unit/generation/test_onboarding.py	105	CODE
LOW	tests/unit/generation/test_workspace_claude_md.py	36	CODE
LOW	…ckages/core/src/repowise/core/pipeline/orchestrator.py	176	CODE
LOW	packages/core/src/repowise/core/pipeline/incremental.py	1382	CODE
LOW	…s/core/src/repowise/core/pipeline/phases/generation.py	30	CODE
LOW	…kages/core/src/repowise/core/analysis/health/engine.py	932	CODE
LOW	packages/core/src/repowise/core/workspace/update.py	638	CODE
LOW	…s/core/src/repowise/core/persistence/crud/decisions.py	63	CODE
LOW	…s/core/src/repowise/core/persistence/crud/decisions.py	165	CODE
LOW	…kages/core/src/repowise/core/persistence/crud/pages.py	226	CODE
LOW	…/core/src/repowise/core/persistence/crud/repository.py	131	CODE
LOW	…s/core/src/repowise/core/registry/mcp_tool_registry.py	83	CODE
LOW	…core/src/repowise/core/generation/context/assembler.py	463	CODE
LOW	…src/repowise/core/generation/page_generator/pertype.py	186	CODE
LOW	…src/repowise/core/generation/page_generator/pertype.py	375	CODE
LOW	…re/src/repowise/core/generation/page_generator/core.py	229	CODE
LOW	…ages/server/src/repowise/server/routers/refactoring.py	266	CODE
LOW	…ckages/server/src/repowise/server/routers/decisions.py	36	CODE
LOW	packages/server/src/repowise/server/routers/symbols.py	197	CODE
LOW	packages/server/src/repowise/server/routers/pages.py	123	CODE
LOW	…rc/repowise/server/routers/code_health/files_routes.py	40	CODE
LOW	…erver/src/repowise/server/mcp_server/tool_dead_code.py	266	CODE
LOW	…s/server/src/repowise/server/mcp_server/tool_health.py	1088	CODE
LOW	packages/cli/src/repowise/cli/ui/result_panels.py	32	CODE
LOW	…li/src/repowise/cli/commands/update_cmd/persistence.py	346	CODE
LOW	…es/cli/src/repowise/cli/commands/update_cmd/command.py	344	CODE
LOW	…es/cli/src/repowise/cli/commands/update_cmd/command.py	518	CODE
LOW	…/cli/src/repowise/cli/commands/update_cmd/workspace.py	49	CODE
LOW	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	568	CODE

Docstring Block Structure4 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH	…kages/core/src/repowise/core/providers/llm/registry.py	251	Instantiate a provider by name. Providers are imported lazily — only the requested provider's dependencies need	STRING
HIGH	packages/core/src/repowise/core/providers/llm/base.py	258	Generate a response from the LLM. Args: system_prompt: System-level instructions (role, output form	STRING
HIGH	…core/src/repowise/core/providers/embedding/registry.py	56	Instantiate an embedder by name. Args: name: Embedder identifier ('openai', 'gemini', 'mock').	STRING
HIGH	…es/core/src/repowise/core/generation/page_redirects.py	161	The live page id a retired one now points at, or ``None``. Follows retirement chains to their end, so the returned	STRING

Redundant / Tautological Comments8 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	…rc/repowise/core/ingestion/resolvers/rust_workspace.py	245	# Check if this is a proc-macro crate	COMMENT
LOW	…ges/core/src/repowise/core/ingestion/resolvers/rust.py	106	# Check if it might be a local module at the crate root first	COMMENT
LOW	…/repowise/core/ingestion/dynamic_hints/pytest_hints.py	92	# Check if any test function uses a fixture from this conftest	COMMENT
LOW	…ges/core/src/repowise/core/analysis/execution_flows.py	247	# Check if the containing file is marked as an entry point	COMMENT
LOW	…repowise/core/analysis/health/complexity/cyclomatic.py	289	# Check if this is a case/arm inside a flat match — skip it.	COMMENT
LOW	packages/core/src/repowise/core/workspace/scanner.py	95	# Check if root itself is a git repo	COMMENT
LOW	packages/server/src/repowise/server/routers/jobs.py	210	# Check if client disconnected	COMMENT
LOW	…rver/src/repowise/server/mcp_server/tool_dependency.py	273	# Check if they're in completely disconnected components	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…es/cli/src/repowise/cli/commands/init_cmd/workspace.py	197	# A previously-persisted embedder on THIS repo counts as requested (re-init	COMMENT

Dead Code1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/unit/server/test_chat_stream_terminal_event.py	58		CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings